Publications in collaboration with researchers from Tecnalia (20)

2023

  1. Convolutional Neural Networks for Structured Industrial Data

    Lecture Notes in Networks and Systems

2021

  1. A real application of an autonomous industrial mobile manipulator within industrial context

    Electronics (Switzerland), Vol. 10, Núm. 11

  2. Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis under Changing Conditions

    IEEE Transactions on Industrial Informatics, Vol. 17, Núm. 11, pp. 7760-7770

  3. Enhancing VTOL Multirotor Performance with a Passive Rotor Tilting Mechanism

    IEEE Access, Vol. 9, pp. 64368-64380

2020

  1. Evolutionary LSTM-FCN networks for pattern classification in industrial processes

    Swarm and Evolutionary Computation, Vol. 54

  2. Modeling and control of an overactuated aerial vehicle with four tiltable quadrotors attached by means of passive universal joints

    2020 International Conference on Unmanned Aircraft Systems, ICUAS 2020

  3. Predictive maintenance on the machining process and machine tool

    Applied Sciences (Switzerland), Vol. 10, Núm. 1

2019

  1. Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0

    Information Fusion, Vol. 50, pp. 92-111

  2. Deep evolutionary modeling of condition monitoring data in marine propulsion systems

    Soft Computing, Vol. 23, Núm. 20, pp. 9937-9953

  3. Innovative mobile manipulator solution for modern flexible manufacturing processes

    Sensors (Switzerland), Vol. 19, Núm. 24

  4. Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming

    Computers and Electronics in Agriculture, Vol. 161, pp. 141-150

2018

  1. A statistical data-based approach to instability detection and wear prediction in radial turning processes

    Eksploatacja i Niezawodnosc, Vol. 20, Núm. 3, pp. 405-412

  2. Instability detection on a radial turning process for superalloys

    Advances in Intelligent Systems and Computing

  3. Kernel-based support vector machines for automated health status assessment in monitoring sensor data

    International Journal of Advanced Manufacturing Technology, Vol. 95, Núm. 1-4, pp. 327-340

  4. Time series forecasting in turning processes using ARIMA model

    Studies in Computational Intelligence (Springer Verlag), pp. 157-166

2017

  1. Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score

    Neurocomputing, Vol. 241, pp. 97-107

  2. Human-robot collaboration in industrial applications: Safety, interaction and trust

    International Journal of Advanced Robotic Systems, Vol. 14, Núm. 4, pp. 1-10

  3. Kernel density-based pattern classification in blind fasteners installation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Natural multimodal communication for human-robot collaboration

    International Journal of Advanced Robotic Systems, Vol. 14, Núm. 4, pp. 1-12

2007

  1. Using virtual reality for gesture and vocal interface validation in industrial environments

    Proceedings 17th International Conference on Artificial Reality and Telexistence, ICAT 2007